Table 9 Adaptability of proposed RF-DETR architecture.

From: Optimised RFO tuned RF-DETR model for precision urine microscopy for renal and systemic disease diagnosis

Backbone

Params (M)

mAP@0.5

Inference time (ms/img)

Memory usage (MB)

DINOv2-Small

53.6

0.871

92

1,950

ResNet-50

23.5

0.842

64

1,320